Pandas Profiling Report

Dataset statistics

Number of variables	46
Number of observations	5783109
Missing cells	41028593
Missing cells (%)	15.4%
Duplicate rows	7564
Duplicate rows (%)	0.1%
Total size in memory	2.0 GiB
Average record size in memory	368.0 B

Variable types

Categorical	40
Numeric	6

Alerts

`NU_ANO` has constant value "2020"	Constant
Dataset has 7564 (0.1%) duplicate rows	Duplicates
`NO_MUNICIPIO_ESC` has a high cardinality: 5268 distinct values	High cardinality
`NO_MUNICIPIO_PROVA` has a high cardinality: 1712 distinct values	High cardinality
`Q018` is highly correlated with `NU_ANO`	High correlation
`Q006` is highly correlated with `NU_ANO`	High correlation
`TP_ST_CONCLUSAO` is highly correlated with `IN_TREINEIRO` and 7 other fields	High correlation
`IN_TREINEIRO` is highly correlated with `TP_ST_CONCLUSAO` and 6 other fields	High correlation
`Q001` is highly correlated with `NU_ANO`	High correlation
`Q024` is highly correlated with `NU_ANO`	High correlation
`Q022` is highly correlated with `NU_ANO`	High correlation
`TP_LOCALIZACAO_ESC` is highly correlated with `TP_ST_CONCLUSAO` and 2 other fields	High correlation
`Q020` is highly correlated with `NU_ANO`	High correlation
`Q014` is highly correlated with `NU_ANO`	High correlation
`Q012` is highly correlated with `NU_ANO`	High correlation
`Q025` is highly correlated with `NU_ANO`	High correlation
`Q013` is highly correlated with `NU_ANO`	High correlation
`TP_ENSINO` is highly correlated with `TP_ST_CONCLUSAO` and 2 other fields	High correlation
`Q017` is highly correlated with `NU_ANO`	High correlation
`Q016` is highly correlated with `NU_ANO`	High correlation
`Q002` is highly correlated with `NU_ANO`	High correlation
`TP_SEXO` is highly correlated with `NU_ANO`	High correlation
`SG_UF_ESC` is highly correlated with `TP_ST_CONCLUSAO` and 3 other fields	High correlation
`TP_ESCOLA` is highly correlated with `TP_ST_CONCLUSAO` and 2 other fields	High correlation
`Q008` is highly correlated with `NU_ANO`	High correlation
`falta` is highly correlated with `NU_ANO`	High correlation
`Q015` is highly correlated with `NU_ANO`	High correlation
`NU_ANO` is highly correlated with `Q018` and 36 other fields	High correlation
`TP_NACIONALIDADE` is highly correlated with `NU_ANO`	High correlation
`Q019` is highly correlated with `NU_ANO`	High correlation
`Q023` is highly correlated with `NU_ANO`	High correlation
`TP_SIT_FUNC_ESC` is highly correlated with `TP_ST_CONCLUSAO` and 2 other fields	High correlation
`Q011` is highly correlated with `NU_ANO`	High correlation
`Q021` is highly correlated with `NU_ANO`	High correlation
`Q009` is highly correlated with `NU_ANO`	High correlation
`TP_DEPENDENCIA_ADM_ESC` is highly correlated with `TP_ST_CONCLUSAO` and 3 other fields	High correlation
`Q003` is highly correlated with `NU_ANO`	High correlation
`Q010` is highly correlated with `NU_ANO`	High correlation
`TP_ESTADO_CIVIL` is highly correlated with `NU_ANO`	High correlation
`SG_UF_PROVA` is highly correlated with `SG_UF_ESC` and 1 other fields	High correlation
`Q004` is highly correlated with `NU_ANO`	High correlation
`Q007` is highly correlated with `NU_ANO`	High correlation
`TP_ENSINO` has 4479663 (77.5%) missing values	Missing
`CO_MUNICIPIO_ESC` has 4878540 (84.4%) missing values	Missing
`NO_MUNICIPIO_ESC` has 4878540 (84.4%) missing values	Missing
`CO_UF_ESC` has 4878540 (84.4%) missing values	Missing
`SG_UF_ESC` has 4878540 (84.4%) missing values	Missing
`TP_DEPENDENCIA_ADM_ESC` has 4878540 (84.4%) missing values	Missing
`TP_LOCALIZACAO_ESC` has 4878540 (84.4%) missing values	Missing
`TP_SIT_FUNC_ESC` has 4878540 (84.4%) missing values	Missing
`Q001` has 95966 (1.7%) missing values	Missing
`Q002` has 95966 (1.7%) missing values	Missing
`Q003` has 95966 (1.7%) missing values	Missing
`Q004` has 95966 (1.7%) missing values	Missing
`Q005` has 95966 (1.7%) missing values	Missing
`Q006` has 95966 (1.7%) missing values	Missing
`Q007` has 95966 (1.7%) missing values	Missing
`Q008` has 95966 (1.7%) missing values	Missing
`Q009` has 95966 (1.7%) missing values	Missing
`Q010` has 95966 (1.7%) missing values	Missing
`Q011` has 95966 (1.7%) missing values	Missing
`Q012` has 95966 (1.7%) missing values	Missing
`Q013` has 95966 (1.7%) missing values	Missing
`Q014` has 95966 (1.7%) missing values	Missing
`Q015` has 95966 (1.7%) missing values	Missing
`Q016` has 95966 (1.7%) missing values	Missing
`Q017` has 95966 (1.7%) missing values	Missing
`Q018` has 95966 (1.7%) missing values	Missing
`Q019` has 95966 (1.7%) missing values	Missing
`Q020` has 95966 (1.7%) missing values	Missing
`Q021` has 95966 (1.7%) missing values	Missing
`Q022` has 95966 (1.7%) missing values	Missing
`Q023` has 95966 (1.7%) missing values	Missing
`Q024` has 95966 (1.7%) missing values	Missing
`Q025` has 95966 (1.7%) missing values	Missing
`TP_COR_RACA` has 116883 (2.0%) zeros	Zeros

Reproduction

Analysis started	2022-04-14 13:34:18.345291
Analysis finished	2022-04-14 14:13:19.198966
Duration	39 minutes and 0.85 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

NU_ANO
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.1 MiB

2020	5783109

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2020
2nd row	2020
3rd row	2020
4th row	2020
5th row	2020

Common Values

Value	Count	Frequency (%)
2020	5783109	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
2020	5783109	100.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

TP_SEXO
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.1 MiB

F	3468805
M	2314304

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	F
2nd row	M
3rd row	F
4th row	M
5th row	F

Common Values

Value	Count	Frequency (%)
F	3468805	60.0%
M	2314304	40.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
f	3468805	60.0%
m	2314304	40.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

TP_ESTADO_CIVIL
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.1 MiB

1	4851310
2	527734
0	263848
3	131423
4	8794

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	2
3rd row	2
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	4851310	83.9%
2	527734	9.1%
0	263848	4.6%
3	131423	2.3%
4	8794	0.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	4851310	83.9%
2	527734	9.1%
0	263848	4.6%
3	131423	2.3%
4	8794	0.2%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

TP_COR_RACA
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.146922356

Minimum	0
Maximum	5
Zeros	116883
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	44.1 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	3
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.012237598
Coefficient of variation (CV)	0.4714830955
Kurtosis	-1.118815594
Mean	2.146922356
Median Absolute Deviation (MAD)	1
Skewness	-0.1337619025
Sum	12415886
Variance	1.024624955
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
3	2720485	47.0%
1	2007633	34.7%
2	771740	13.3%
4	128522	2.2%
0	116883	2.0%
5	37846	0.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	116883	2.0%
1	2007633	34.7%
2	771740	13.3%
3	2720485	47.0%
4	128522	2.2%
5	37846	0.7%

Value	Count	Frequency (%)
5	37846	0.7%
4	128522	2.2%
3	2720485	47.0%
2	771740	13.3%
1	2007633	34.7%
0	116883	2.0%

TP_NACIONALIDADE
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.1 MiB

1	5624622
2	139381
4	9411
3	8036
0	1659

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	2
4th row	1
5th row	2

Common Values

Value	Count	Frequency (%)
1	5624622	97.3%
2	139381	2.4%
4	9411	0.2%
3	8036	0.1%
0	1659	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	5624622	97.3%
2	139381	2.4%
4	9411	0.2%
3	8036	0.1%
0	1659	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

TP_ST_CONCLUSAO
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.1 MiB

1	3794279
2	1395827
3	557425
4	35578

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	2
4th row	2
5th row	1

Common Values

Value	Count	Frequency (%)
1	3794279	65.6%
2	1395827	24.1%
3	557425	9.6%
4	35578	0.6%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	3794279	65.6%
2	1395827	24.1%
3	557425	9.6%
4	35578	0.6%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

TP_ESCOLA
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.1 MiB

1	4387282
2	1194496
3	201331

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	2
4th row	2
5th row	1

Common Values

Value	Count	Frequency (%)
1	4387282	75.9%
2	1194496	20.7%
3	201331	3.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	4387282	75.9%
2	1194496	20.7%
3	201331	3.5%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

TP_ENSINO
Categorical

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	4479663
Missing (%)	77.5%
Memory size	44.1 MiB

1.0	1294245
2.0	9201

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	1294245	22.4%
2.0	9201	0.2%
(Missing)	4479663	77.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	1294245	99.3%
2.0	9201	0.7%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

IN_TREINEIRO
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.1 MiB

0	5225684
1	557425

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	5225684	90.4%
1	557425	9.6%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	5225684	90.4%
1	557425	9.6%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

CO_MUNICIPIO_ESC
Real number (ℝ_≥0)

MISSING

Distinct	5534
Distinct (%)	0.6%
Missing	4878540
Missing (%)	84.4%
Infinite	0
Infinite (%)	0.0%
Mean	3152161.298

Minimum	1100015
Maximum	5300108
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	44.1 MiB

Quantile statistics

Minimum	1100015
5-th percentile	1400100
Q1	2312007
median	3163706
Q3	3550308
95-th percentile	5208707
Maximum	5300108
Range	4200093
Interquartile range (IQR)	1238301

Descriptive statistics

Standard deviation	1018560.811
Coefficient of variation (CV)	0.3231309296
Kurtosis	-0.2845590297
Mean	3152161.298
Median Absolute Deviation (MAD)	657702
Skewness	0.245296504
Sum	2.851347393 × 10¹²
Variance	1.037466125 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3550308	38277	0.7%
2304400	27783	0.5%
3304557	26431	0.5%
5300108	19840	0.3%
1302603	17120	0.3%
3106200	11826	0.2%
2611606	10735	0.2%
2927408	10500	0.2%
4106902	9868	0.2%
1501402	9057	0.2%
Other values (5524)	723132	12.5%
(Missing)	4878540	84.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1100015	126	< 0.1%
1100023	580	< 0.1%
1100031	29	< 0.1%
1100049	811	< 0.1%
1100056	88	< 0.1%
1100064	202	< 0.1%
1100072	41	< 0.1%
1100080	83	< 0.1%
1100098	229	< 0.1%
1100106	241	< 0.1%

Value	Count	Frequency (%)
5300108	19840	0.3%
5222302	40	< 0.1%
5222203	53	< 0.1%
5222054	75	< 0.1%
5222005	67	< 0.1%
5221908	24	< 0.1%
5221858	708	< 0.1%
5221809	82	< 0.1%
5221700	133	< 0.1%
5221601	304	< 0.1%

NO_MUNICIPIO_ESC
Categorical

HIGH CARDINALITY
MISSING

Distinct	5268
Distinct (%)	0.6%
Missing	4878540
Missing (%)	84.4%
Memory size	44.1 MiB

São Paulo	38277
Fortaleza	27783
Rio de Janeiro	26431
Brasília	19840
Manaus	17120
Other values (5263)	775118

Length

Max length	32
Median length	9
Mean length	10.06354297
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	68 ?
Unique (%)	< 0.1%

Sample

1st row	Salvador
2nd row	Santana de Parnaíba
3rd row	Feira de Santana
4th row	Itapiranga
5th row	Oeiras

Common Values

Value	Count	Frequency (%)
São Paulo	38277	0.7%
Fortaleza	27783	0.5%
Rio de Janeiro	26431	0.5%
Brasília	19840	0.3%
Manaus	17120	0.3%
Belo Horizonte	11826	0.2%
Recife	10735	0.2%
Salvador	10500	0.2%
Curitiba	9868	0.2%
Belém	9137	0.2%
Other values (5258)	723052	12.5%
(Missing)	4878540	84.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
são	85493	5.9%
de	58111	4.0%
do	50946	3.5%
rio	40092	2.8%
paulo	39583	2.7%
fortaleza	27924	1.9%
janeiro	26431	1.8%
brasília	19932	1.4%
manaus	17120	1.2%
grande	13332	0.9%
Other values (3942)	1066933	73.8%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

CO_UF_ESC
Real number (ℝ_≥0)

MISSING

Distinct	27
Distinct (%)	< 0.1%
Missing	4878540
Missing (%)	84.4%
Infinite	0
Infinite (%)	0.0%
Mean	31.37474864

Minimum	11
Maximum	53
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	44.1 MiB

Quantile statistics

Minimum	11
5-th percentile	14
Q1	23
median	31
Q3	35
95-th percentile	52
Maximum	53
Range	42
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	10.1578749
Coefficient of variation (CV)	0.3237595626
Kurtosis	-0.2567243777
Mean	31.37474864
Median Absolute Deviation (MAD)	6
Skewness	0.270976306
Sum	28380625
Variance	103.1824224
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
35	167183	2.9%
23	104981	1.8%
31	71614	1.2%
33	62583	1.1%
26	47583	0.8%
29	47235	0.8%
41	43060	0.7%
52	39769	0.7%
43	36478	0.6%
15	33109	0.6%
Other values (17)	250974	4.3%
(Missing)	4878540	84.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11	9927	0.2%
12	3512	0.1%
13	30120	0.5%
14	2453	< 0.1%
15	33109	0.6%
16	3565	0.1%
17	8457	0.1%
21	26104	0.5%
22	15738	0.3%
23	104981	1.8%

Value	Count	Frequency (%)
53	19840	0.3%
52	39769	0.7%
51	14674	0.3%
50	11851	0.2%
43	36478	0.6%
42	27373	0.5%
41	43060	0.7%
35	167183	2.9%
33	62583	1.1%
32	18419	0.3%

SG_UF_ESC
Categorical

HIGH CORRELATION
MISSING

Distinct	27
Distinct (%)	< 0.1%
Missing	4878540
Missing (%)	84.4%
Memory size	44.1 MiB

SP	167183
CE	104981
MG	71614
RJ	62583
PE	47583
Other values (22)	450625

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	BA
2nd row	SP
3rd row	BA
4th row	AM
5th row	PI

Common Values

Value	Count	Frequency (%)
SP	167183	2.9%
CE	104981	1.8%
MG	71614	1.2%
RJ	62583	1.1%
PE	47583	0.8%
BA	47235	0.8%
PR	43060	0.7%
GO	39769	0.7%
RS	36478	0.6%
PA	33109	0.6%
Other values (17)	250974	4.3%
(Missing)	4878540	84.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
sp	167183	18.5%
ce	104981	11.6%
mg	71614	7.9%
rj	62583	6.9%
pe	47583	5.3%
ba	47235	5.2%
pr	43060	4.8%
go	39769	4.4%
rs	36478	4.0%
pa	33109	3.7%
Other values (17)	250974	27.7%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

TP_DEPENDENCIA_ADM_ESC
Categorical

HIGH CORRELATION
MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	4878540
Missing (%)	84.4%
Memory size	44.1 MiB

2.0	630939
4.0	218705
1.0	46594
3.0	8331

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	3.0
3rd row	2.0
4th row	2.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
2.0	630939	10.9%
4.0	218705	3.8%
1.0	46594	0.8%
3.0	8331	0.1%
(Missing)	4878540	84.4%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
2.0	630939	69.8%
4.0	218705	24.2%
1.0	46594	5.2%
3.0	8331	0.9%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

TP_LOCALIZACAO_ESC
Categorical

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	4878540
Missing (%)	84.4%
Memory size	44.1 MiB

1.0	873348
2.0	31221

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	873348	15.1%
2.0	31221	0.5%
(Missing)	4878540	84.4%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	873348	96.5%
2.0	31221	3.5%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

TP_SIT_FUNC_ESC
Categorical

HIGH CORRELATION
MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	4878540
Missing (%)	84.4%
Memory size	44.1 MiB

1.0	899455
4.0	2867
2.0	1878
3.0	369

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	899455	15.6%
4.0	2867	< 0.1%
2.0	1878	< 0.1%
3.0	369	< 0.1%
(Missing)	4878540	84.4%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	899455	99.4%
4.0	2867	0.3%
2.0	1878	0.2%
3.0	369	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

CO_MUNICIPIO_PROVA
Real number (ℝ_≥0)

Distinct	1747
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3086786.96

Minimum	1100015
Maximum	5300108
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	44.1 MiB

Quantile statistics

Minimum	1100015
5-th percentile	1400100
Q1	2402204
median	3121605
Q3	3550308
95-th percentile	5204508
Maximum	5300108
Range	4200093
Interquartile range (IQR)	1148104

Descriptive statistics

Standard deviation	1020662.769
Coefficient of variation (CV)	0.3306553973
Kurtosis	-0.2275394886
Mean	3086786.96
Median Absolute Deviation (MAD)	518398
Skewness	0.2682873398
Sum	1.785122545 × 10¹³
Variance	1.041752487 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3550308	250475	4.3%
3304557	156727	2.7%
5300108	116932	2.0%
1302603	114037	2.0%
2304400	108508	1.9%
2927408	100075	1.7%
3106200	98720	1.7%
1501402	94499	1.6%
2111300	82212	1.4%
2611606	72652	1.3%
Other values (1737)	4588272	79.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1100015	619	< 0.1%
1100023	4164	0.1%
1100049	4893	0.1%
1100056	637	< 0.1%
1100064	668	< 0.1%
1100098	969	< 0.1%
1100106	3054	0.1%
1100114	2309	< 0.1%
1100122	5881	0.1%
1100130	869	< 0.1%

Value	Count	Frequency (%)
5300108	116932	2.0%
5221858	6756	0.1%
5221601	2371	< 0.1%
5221403	6037	0.1%
5220603	1157	< 0.1%
5220454	4236	0.1%
5220207	1111	< 0.1%
5220108	2305	< 0.1%
5219753	1691	< 0.1%
5219308	1239	< 0.1%

NO_MUNICIPIO_PROVA
Categorical

HIGH CARDINALITY

Distinct	1712
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.1 MiB

São Paulo	250475
Rio de Janeiro	156727
Brasília	116932
Manaus	114037
Fortaleza	108508
Other values (1707)	5036430

Length

Max length	30
Median length	9
Mean length	9.954416733
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Belém
2nd row	Natal
3rd row	Salvador
4th row	Santana de Parnaíba
5th row	Diamantina

Common Values

Value	Count	Frequency (%)
São Paulo	250475	4.3%
Rio de Janeiro	156727	2.7%
Brasília	116932	2.0%
Manaus	114037	2.0%
Fortaleza	108508	1.9%
Salvador	100075	1.7%
Belo Horizonte	98720	1.7%
Belém	94499	1.6%
São Luís	82212	1.4%
Recife	72652	1.3%
Other values (1702)	4588272	79.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
são	585797	6.3%
de	375394	4.1%
do	282275	3.1%
rio	256893	2.8%
paulo	256030	2.8%
janeiro	156727	1.7%
brasília	118611	1.3%
manaus	114037	1.2%
fortaleza	108508	1.2%
belo	103824	1.1%
Other values (1620)	6870358	74.4%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

CO_UF_PROVA
Real number (ℝ_≥0)

Distinct	27
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30.72044743

Minimum	11
Maximum	53
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	44.1 MiB

Quantile statistics

Minimum	11
5-th percentile	14
Q1	24
median	31
Q3	35
95-th percentile	52
Maximum	53
Range	42
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	10.17673193
Coefficient of variation (CV)	0.3312690009
Kurtosis	-0.1963210569
Mean	30.72044743
Median Absolute Deviation (MAD)	5
Skewness	0.2946672371
Sum	177659696
Variance	103.5658727
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
35	910492	15.7%
31	577211	10.0%
29	447691	7.7%
33	387480	6.7%
15	330883	5.7%
23	325680	5.6%
26	315569	5.5%
43	249130	4.3%
41	239635	4.1%
21	238272	4.1%
Other values (17)	1761066	30.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11	69594	1.2%
12	41824	0.7%
13	163426	2.8%
14	16885	0.3%
15	330883	5.7%
16	47263	0.8%
17	59209	1.0%
21	238272	4.1%
22	134678	2.3%
23	325680	5.6%

Value	Count	Frequency (%)
53	116932	2.0%
52	211069	3.6%
51	101727	1.8%
50	84548	1.5%
43	249130	4.3%
42	121153	2.1%
41	239635	4.1%
35	910492	15.7%
33	387480	6.7%
32	105812	1.8%

SG_UF_PROVA
Categorical

HIGH CORRELATION

Distinct	27
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.1 MiB

SP	910492
MG	577211
BA	447691
RJ	387480
PA	330883
Other values (22)	3129352

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	PA
2nd row	RN
3rd row	BA
4th row	SP
5th row	MG

Common Values

Value	Count	Frequency (%)
SP	910492	15.7%
MG	577211	10.0%
BA	447691	7.7%
RJ	387480	6.7%
PA	330883	5.7%
CE	325680	5.6%
PE	315569	5.5%
RS	249130	4.3%
PR	239635	4.1%
MA	238272	4.1%
Other values (17)	1761066	30.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
sp	910492	15.7%
mg	577211	10.0%
ba	447691	7.7%
rj	387480	6.7%
pa	330883	5.7%
ce	325680	5.6%
pe	315569	5.5%
rs	249130	4.3%
pr	239635	4.1%
ma	238272	4.1%
Other values (17)	1761066	30.5%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q001
Categorical

HIGH CORRELATION
MISSING

Distinct	8
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

E	1444832
B	1324198
C	839009
D	615284
H	505033
Other values (3)	958787

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B
2nd row	B
3rd row	C
4th row	B
5th row	A

Common Values

Value	Count	Frequency (%)
E	1444832	25.0%
B	1324198	22.9%
C	839009	14.5%
D	615284	10.6%
H	505033	8.7%
F	382851	6.6%
A	336216	5.8%
G	239720	4.1%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
e	1444832	25.4%
b	1324198	23.3%
c	839009	14.8%
d	615284	10.8%
h	505033	8.9%
f	382851	6.7%
a	336216	5.9%
g	239720	4.2%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q002
Categorical

HIGH CORRELATION
MISSING

Distinct	8
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

E	1796085
B	1044422
C	788103
D	697557
F	532008
Other values (3)	828968

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	C
2nd row	G
3rd row	B
4th row	C
5th row	A

Common Values

Value	Count	Frequency (%)
E	1796085	31.1%
B	1044422	18.1%
C	788103	13.6%
D	697557	12.1%
F	532008	9.2%
G	434437	7.5%
A	239085	4.1%
H	155446	2.7%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
e	1796085	31.6%
b	1044422	18.4%
c	788103	13.9%
d	697557	12.3%
f	532008	9.4%
g	434437	7.6%
a	239085	4.2%
h	155446	2.7%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q003
Categorical

HIGH CORRELATION
MISSING

Distinct	6
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

C	1350641
B	1279458
A	1218913
D	893474
F	677287

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	B
3rd row	C
4th row	C
5th row	B

Common Values

Value	Count	Frequency (%)
C	1350641	23.4%
B	1279458	22.1%
A	1218913	21.1%
D	893474	15.4%
F	677287	11.7%
E	267370	4.6%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
c	1350641	23.7%
b	1279458	22.5%
a	1218913	21.4%
d	893474	15.7%
f	677287	11.9%
e	267370	4.7%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q004
Categorical

HIGH CORRELATION
MISSING

Distinct	6
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

B	2582143
D	1082105
A	993606
F	467901
C	374634

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	D
2nd row	B
3rd row	B
4th row	B
5th row	A

Common Values

Value	Count	Frequency (%)
B	2582143	44.6%
D	1082105	18.7%
A	993606	17.2%
F	467901	8.1%
C	374634	6.5%
E	186754	3.2%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
b	2582143	45.4%
d	1082105	19.0%
a	993606	17.5%
f	467901	8.2%
c	374634	6.6%
e	186754	3.3%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q005
Real number (ℝ_≥0)

MISSING

Distinct	20
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%
Mean	3.711457053

Minimum	1
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	44.1 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
median	4
Q3	4
95-th percentile	6
Maximum	20
Range	19
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.474033247
Coefficient of variation (CV)	0.3971575654
Kurtosis	4.353382356
Mean	3.711457053
Median Absolute Deviation (MAD)	1
Skewness	1.049949945
Sum	21107587
Variance	2.172774014
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
4	1735926	30.0%
3	1496056	25.9%
2	847866	14.7%
5	840828	14.5%
6	307864	5.3%
1	244798	4.2%
7	118914	2.1%
8	51959	0.9%
9	20392	0.4%
10	12194	0.2%
Other values (10)	10346	0.2%
(Missing)	95966	1.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	244798	4.2%
2	847866	14.7%
3	1496056	25.9%
4	1735926	30.0%
5	840828	14.5%
6	307864	5.3%
7	118914	2.1%
8	51959	0.9%
9	20392	0.4%
10	12194	0.2%

Value	Count	Frequency (%)
20	464	< 0.1%
19	64	< 0.1%
18	98	< 0.1%
17	117	< 0.1%
16	225	< 0.1%
15	575	< 0.1%
14	663	< 0.1%
13	1162	< 0.1%
12	2703	< 0.1%
11	4275	0.1%

Q006
Categorical

HIGH CORRELATION
MISSING

Distinct	17
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

B	1884219
C	1039889
D	723147
A	459211
F	355481
Other values (12)	1225196

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B
2nd row	B
3rd row	C
4th row	B
5th row	B

Common Values

Value	Count	Frequency (%)
B	1884219	32.6%
C	1039889	18.0%
D	723147	12.5%
A	459211	7.9%
F	355481	6.1%
E	339346	5.9%
G	252580	4.4%
H	171316	3.0%
I	98901	1.7%
J	58292	1.0%
Other values (7)	304761	5.3%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
b	1884219	33.1%
c	1039889	18.3%
d	723147	12.7%
a	459211	8.1%
f	355481	6.3%
e	339346	6.0%
g	252580	4.4%
h	171316	3.0%
i	98901	1.7%
j	58292	1.0%
Other values (7)	304761	5.4%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q007
Categorical

HIGH CORRELATION
MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

A	5323495
B	199562
D	119094
C	44992

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	5323495	92.1%
B	199562	3.5%
D	119094	2.1%
C	44992	0.8%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	5323495	93.6%
b	199562	3.5%
d	119094	2.1%
c	44992	0.8%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q008
Categorical

HIGH CORRELATION
MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

B	4171310
C	1066754
D	266477
E	137550
A	45052

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B
2nd row	B
3rd row	B
4th row	B
5th row	B

Common Values

Value	Count	Frequency (%)
B	4171310	72.1%
C	1066754	18.4%
D	266477	4.6%
E	137550	2.4%
A	45052	0.8%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
b	4171310	73.3%
c	1066754	18.8%
d	266477	4.7%
e	137550	2.4%
a	45052	0.8%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q009
Categorical

HIGH CORRELATION
MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

C	2919197
D	1578254
B	905615
E	233596
A	50481

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	D
3rd row	E
4th row	C
5th row	B

Common Values

Value	Count	Frequency (%)
C	2919197	50.5%
D	1578254	27.3%
B	905615	15.7%
E	233596	4.0%
A	50481	0.9%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
c	2919197	51.3%
d	1578254	27.8%
b	905615	15.9%
e	233596	4.1%
a	50481	0.9%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q010
Categorical

HIGH CORRELATION
MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

A	3409682
B	1860772
C	360100
D	46698
E	9891

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	3409682	59.0%
B	1860772	32.2%
C	360100	6.2%
D	46698	0.8%
E	9891	0.2%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	3409682	60.0%
b	1860772	32.7%
c	360100	6.3%
d	46698	0.8%
e	9891	0.2%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q011
Categorical

HIGH CORRELATION
MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

A	4439673
B	1135229
C	101890
D	9002
E	1349

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	4439673	76.8%
B	1135229	19.6%
C	101890	1.8%
D	9002	0.2%
E	1349	< 0.1%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	4439673	78.1%
b	1135229	20.0%
c	101890	1.8%
d	9002	0.2%
e	1349	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q012
Categorical

HIGH CORRELATION
MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

B	5391398
C	187345
A	93629
D	12312
E	2459

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B
2nd row	B
3rd row	B
4th row	B
5th row	B

Common Values

Value	Count	Frequency (%)
B	5391398	93.2%
C	187345	3.2%
A	93629	1.6%
D	12312	0.2%
E	2459	< 0.1%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
b	5391398	94.8%
c	187345	3.3%
a	93629	1.6%
d	12312	0.2%
e	2459	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q013
Categorical

HIGH CORRELATION
MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

A	3607444
B	1953411
C	110454
D	12980
E	2854

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	3607444	62.4%
B	1953411	33.8%
C	110454	1.9%
D	12980	0.2%
E	2854	< 0.1%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	3607444	63.4%
b	1953411	34.3%
c	110454	1.9%
d	12980	0.2%
e	2854	0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q014
Categorical

HIGH CORRELATION
MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

B	3185213
A	2460301
C	39904
D	1428
E	297

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B
2nd row	B
3rd row	A
4th row	B
5th row	A

Common Values

Value	Count	Frequency (%)
B	3185213	55.1%
A	2460301	42.5%
C	39904	0.7%
D	1428	< 0.1%
E	297	< 0.1%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
b	3185213	56.0%
a	2460301	43.3%
c	39904	0.7%
d	1428	< 0.1%
e	297	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q015
Categorical

HIGH CORRELATION
MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

A	5100067
B	580995
C	5453
D	414
E	214

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	5100067	88.2%
B	580995	10.0%
C	5453	0.1%
D	414	< 0.1%
E	214	< 0.1%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	5100067	89.7%
b	580995	10.2%
c	5453	0.1%
d	414	< 0.1%
e	214	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q016
Categorical

HIGH CORRELATION
MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

A	3092401
B	2571342
C	22096
D	992
E	312

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B
2nd row	A
3rd row	B
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	3092401	53.5%
B	2571342	44.5%
C	22096	0.4%
D	992	< 0.1%
E	312	< 0.1%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	3092401	54.4%
b	2571342	45.2%
c	22096	0.4%
d	992	< 0.1%
e	312	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q017
Categorical

HIGH CORRELATION
MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

A	5565114
B	119947
C	1658
D	232
E	192

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	5565114	96.2%
B	119947	2.1%
C	1658	< 0.1%
D	232	< 0.1%
E	192	< 0.1%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	5565114	97.9%
b	119947	2.1%
c	1658	< 0.1%
d	232	< 0.1%
e	192	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q018
Categorical

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

A	4684103
B	1003040

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	4684103	81.0%
B	1003040	17.3%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	4684103	82.4%
b	1003040	17.6%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q019
Categorical

HIGH CORRELATION
MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

B	4046928
C	923833
A	314552
D	277625
E	124205

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B
2nd row	B
3rd row	B
4th row	B
5th row	B

Common Values

Value	Count	Frequency (%)
B	4046928	70.0%
C	923833	16.0%
A	314552	5.4%
D	277625	4.8%
E	124205	2.1%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
b	4046928	71.2%
c	923833	16.2%
a	314552	5.5%
d	277625	4.9%
e	124205	2.2%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q020
Categorical

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

A	4430283
B	1256860

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	B
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	4430283	76.6%
B	1256860	21.7%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	4430283	77.9%
b	1256860	22.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q021
Categorical

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

A	4645079
B	1042064

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	B
3rd row	A
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	4645079	80.3%
B	1042064	18.0%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	4645079	81.7%
b	1042064	18.3%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q022
Categorical

HIGH CORRELATION
MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

C	1814775
D	1479427
B	1329369
E	949024
A	114548

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	B
3rd row	D
4th row	C
5th row	A

Common Values

Value	Count	Frequency (%)
C	1814775	31.4%
D	1479427	25.6%
B	1329369	23.0%
E	949024	16.4%
A	114548	2.0%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
c	1814775	31.9%
d	1479427	26.0%
b	1329369	23.4%
e	949024	16.7%
a	114548	2.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q023
Categorical

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

A	4710317
B	976826

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	4710317	81.4%
B	976826	16.9%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	4710317	82.8%
b	976826	17.2%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q024
Categorical

HIGH CORRELATION
MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

A	2844982
B	2271989
C	389736
D	123930
E	56506

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	B
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
A	2844982	49.2%
B	2271989	39.3%
C	389736	6.7%
D	123930	2.1%
E	56506	1.0%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
a	2844982	50.0%
b	2271989	39.9%
c	389736	6.9%
d	123930	2.2%
e	56506	1.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Q025
Categorical

HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	95966
Missing (%)	1.7%
Memory size	44.1 MiB

B	4634811
A	1052332

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	B
3rd row	B
4th row	A
5th row	B

Common Values

Value	Count	Frequency (%)
B	4634811	80.1%
A	1052332	18.2%
(Missing)	95966	1.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
b	4634811	81.5%
a	1052332	18.5%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

falta
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	44.1 MiB

1	3192751
0	2590358

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
1	3192751	55.2%
0	2590358	44.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	3192751	55.2%
0	2590358	44.8%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Cramér's V (φc)

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	NU_ANO	TP_SEXO	TP_ESTADO_CIVIL	TP_COR_RACA	TP_NACIONALIDADE	TP_ST_CONCLUSAO	TP_ESCOLA	TP_ENSINO	CO_MUNICIPIO_ESC	NO_MUNICIPIO_ESC	CO_UF_ESC	SG_UF_ESC	TP_DEPENDENCIA_ADM_ESC	TP_LOCALIZACAO_ESC	TP_SIT_FUNC_ESC	CO_MUNICIPIO_PROVA	NO_MUNICIPIO_PROVA	CO_UF_PROVA	SG_UF_PROVA	Q001	Q002	Q003	Q004	Q005	Q006	Q007	Q008	Q009	Q010	Q011	Q012	Q013	Q014	Q015	Q016	Q017	Q018	Q019	Q020	Q021	Q022	Q023	Q024	Q025	falta
0	2020	F	1	2	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1501402	Belém	15	PA	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1
1	2020	M	2	3	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2408102	Natal	24	RN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0
2	2020	F	2	3	2	2	2	1.0	2927408.0	Salvador	29.0	BA	2.0	1.0	1.0	2927408	Salvador	29	BA	B	C	A	D	3.0	B	A	B	A	A	A	B	A	B	A	B	A	A	B	A	A	A	A	A	A	1
3	2020	M	1	3	1	2	2	1.0	3547304.0	Santana de Parnaíba	35.0	SP	3.0	1.0	1.0	3547304	Santana de Parnaíba	35	SP	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0
4	2020	F	1	3	2	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3121605	Diamantina	31	MG	B	G	B	B	3.0	B	A	B	D	A	A	B	A	B	A	A	A	A	B	A	B	B	A	A	B	1
5	2020	F	1	3	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4305207	Cerro Largo	43	RS	C	B	C	B	5.0	C	A	B	E	A	A	B	A	A	A	B	A	A	B	B	A	D	A	B	B	0
6	2020	M	1	3	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2611606	Recife	26	PE	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1
7	2020	M	1	1	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3550308	São Paulo	35	SP	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0
8	2020	F	2	3	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2507507	João Pessoa	25	PB	B	C	C	B	2.0	B	A	B	C	A	A	B	A	B	A	A	A	A	B	A	A	C	A	A	A	0
9	2020	M	1	2	1	2	2	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2304400	Fortaleza	23	CE	A	A	B	A	4.0	B	A	B	B	A	A	B	A	A	A	A	A	A	B	A	A	A	A	A	B	1

Last rows

	NU_ANO	TP_SEXO	TP_ESTADO_CIVIL	TP_COR_RACA	TP_NACIONALIDADE	TP_ST_CONCLUSAO	TP_ESCOLA	TP_ENSINO	CO_MUNICIPIO_ESC	NO_MUNICIPIO_ESC	CO_UF_ESC	SG_UF_ESC	TP_DEPENDENCIA_ADM_ESC	TP_LOCALIZACAO_ESC	TP_SIT_FUNC_ESC	CO_MUNICIPIO_PROVA	NO_MUNICIPIO_PROVA	CO_UF_PROVA	SG_UF_PROVA	Q001	Q002	Q003	Q004	Q005	Q006	Q007	Q008	Q009	Q010	Q011	Q012	Q013	Q014	Q015	Q016	Q017	Q018	Q019	Q020	Q021	Q022	Q023	Q024	Q025	falta
5783099	2020	M	2	1	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5102504	Cáceres	51	MT	C	C	D	C	3.0	E	A	B	C	B	B	B	A	B	A	B	A	A	C	B	A	C	B	A	B	1
5783100	2020	M	0	0	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3122306	Divinópolis	31	MG	E	E	D	D	3.0	F	A	C	C	A	A	B	A	A	A	B	A	A	B	B	A	C	A	A	A	1
5783101	2020	F	1	3	1	2	2	1.0	1500800.0	Ananindeua	15.0	PA	2.0	1.0	1.0	1500800	Ananindeua	15	PA	D	D	C	B	4.0	C	A	B	C	A	B	B	A	A	A	B	A	A	B	A	A	D	A	A	A	0
5783102	2020	F	3	3	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2603454	Camaragibe	26	PE	C	C	C	B	4.0	C	A	B	C	A	A	B	A	B	A	B	A	A	B	A	A	C	B	B	B	1
5783103	2020	M	1	1	1	2	2	1.0	3530300.0	Mirassol	35.0	SP	2.0	1.0	1.0	3530300	Mirassol	35	SP	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0
5783104	2020	F	1	1	1	2	2	1.0	2304103.0	Crateús	23.0	CE	2.0	1.0	1.0	2304103	Crateús	23	CE	E	G	A	D	5.0	G	A	C	C	B	B	B	A	A	A	B	A	A	B	A	A	D	A	B	B	0
5783105	2020	M	1	1	1	2	2	1.0	5008305.0	Três Lagoas	50.0	MS	1.0	1.0	1.0	5008305	Três Lagoas	50	MS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0
5783106	2020	F	1	1	1	1	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3538808	Piraju	35	SP	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0
5783107	2020	F	1	1	1	2	3	1.0	5103403.0	Cuiabá	51.0	MT	4.0	1.0	1.0	5103403	Cuiabá	51	MT	G	G	E	E	5.0	N	A	D	D	C	A	B	C	B	B	B	B	B	D	B	B	E	A	D	B	1
5783108	2020	F	1	3	1	2	2	1.0	2111300.0	São Luís	21.0	MA	2.0	1.0	1.0	2111300	São Luís	21	MA	F	D	D	B	5.0	C	A	B	C	B	A	B	B	A	A	A	A	A	B	B	A	D	A	A	B	0

Most frequently occurring

	NU_ANO	TP_SEXO	TP_ESTADO_CIVIL	TP_COR_RACA	TP_NACIONALIDADE	TP_ST_CONCLUSAO	TP_ESCOLA	TP_ENSINO	CO_MUNICIPIO_ESC	NO_MUNICIPIO_ESC	CO_UF_ESC	SG_UF_ESC	TP_DEPENDENCIA_ADM_ESC	TP_LOCALIZACAO_ESC	TP_SIT_FUNC_ESC	CO_MUNICIPIO_PROVA	NO_MUNICIPIO_PROVA	CO_UF_PROVA	SG_UF_PROVA	Q001	Q002	Q003	Q004	Q005	Q006	Q007	Q008	Q009	Q010	Q011	Q012	Q013	Q014	Q015	Q016	Q017	Q018	Q019	Q020	Q021	Q022	Q023	Q024	Q025	falta	# duplicates
1929	2020	F	1	3	1	2	2	1.0	2304400.0	Fortaleza	23.0	CE	2.0	1.0	1.0	2304400	Fortaleza	23	CE	B	B	B	B	4.0	B	A	B	B	A	A	B	A	A	A	A	A	A	B	A	A	B	A	A	A	0	72
5700	2020	M	1	3	1	2	2	1.0	2304400.0	Fortaleza	23.0	CE	2.0	1.0	1.0	2304400	Fortaleza	23	CE	B	B	B	B	4.0	B	A	B	B	A	A	B	A	A	A	A	A	A	B	A	A	B	A	A	A	1	71
2381	2020	F	1	3	1	2	2	1.0	2304954.0	Guaiúba	23.0	CE	2.0	1.0	1.0	2309706	Pacatuba	23	CE	B	B	A	A	4.0	B	A	B	B	A	A	B	A	A	A	A	A	A	B	A	A	B	A	A	B	1	69
3063	2020	F	1	3	1	2	2	1.0	2311306.0	Quixadá	23.0	CE	2.0	1.0	1.0	2311306	Quixadá	23	CE	H	H	F	F	4.0	B	A	B	C	A	A	B	A	A	A	A	A	A	B	A	A	C	A	A	A	1	60
1930	2020	F	1	3	1	2	2	1.0	2304400.0	Fortaleza	23.0	CE	2.0	1.0	1.0	2304400	Fortaleza	23	CE	B	B	B	B	4.0	B	A	B	B	A	A	B	A	A	A	A	A	A	B	A	A	B	A	A	A	1	56
6874	2020	M	1	3	1	2	2	1.0	2311306.0	Quixadá	23.0	CE	2.0	1.0	1.0	2311306	Quixadá	23	CE	H	H	F	F	4.0	B	A	B	C	A	A	B	A	A	A	A	A	A	B	A	A	C	A	A	A	1	52
2328	2020	F	1	3	1	2	2	1.0	2304400.0	Fortaleza	23.0	CE	2.0	1.0	1.0	2304400	Fortaleza	23	CE	H	H	F	F	4.0	B	A	B	C	A	A	B	A	A	A	A	A	A	B	A	A	C	A	A	A	1	51
6111	2020	M	1	3	1	2	2	1.0	2304400.0	Fortaleza	23.0	CE	2.0	1.0	1.0	2304400	Fortaleza	23	CE	H	H	F	F	4.0	B	A	B	C	A	A	B	A	A	A	A	A	A	B	A	A	C	A	A	A	1	51
1916	2020	F	1	3	1	2	2	1.0	2304400.0	Fortaleza	23.0	CE	2.0	1.0	1.0	2304400	Fortaleza	23	CE	B	B	B	B	3.0	B	A	B	B	A	A	B	A	A	A	A	A	A	B	A	A	B	A	A	A	1	48
5323	2020	M	1	3	1	2	2	1.0	2302206.0	Beberibe	23.0	CE	2.0	1.0	1.0	2302206	Beberibe	23	CE	H	H	F	F	3.0	B	A	B	B	A	A	B	A	A	A	A	A	A	B	A	A	B	A	A	A	1	48

Overview

Variables

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script